In this issue, vol. 25, issue 2, February 2021, 13 papers are published related to the Special Issue on Computational Pathology. Please click here to view them, with links in IEEE XPLORE.
- The effect of quality control on accuracy of digital pathology image analysis
Wright, Alexander; Dunn, Catriona; Hale, Michael; Hutchins, Gordon; Treanor, Darren - Kidney Level Lupus Nephritis Classification using Uncertainty Guided Bayesian Convolutional Neural Networks
Cicalese, Pietro; Mobiny, Aryan; Shahmoradi, Zahed; Yi, Xiongfeng; Mohan, Chandra; Nguyen, Hien - Measuring Domain Shift for Deep Learning in Histopathology
Stacke, Karin; Eilertsen, Gabriel; Unger, Jonas; Lundström, Claes - Stain standardization capsule for application-driven histopathological image normalization
Zheng, Yushan; Jiang, Zhiguo; Zhang, Haopeng; Xie, Fengying;, Shujiao; Shi, Jun; Xue, Chenghai - Unsupervised Tumor Characterization via Conditional Generative Adversarial Networks
Vu, Quoc Dang; Kim, Kyungeun; Kwak, Jin Tae - Attention-guided Multi-branch Convolutional Neural Network for Mitosis Detection from Histopathological Images
Lei, Haijun; Liu, Shaomin; Elazab, Ahmed; Lei, Baiying - Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images – the ACDC@LungHP Challenge 2019
Li, Zhang; Zhang, Jiehua; Tan, Tao; Teng, Xichao; Sun, Xiaoliang; Zhao, Hong; Jiang, Yi; Yu, Li; Liu, Zhihong; Li, Daiqiang; Schüffler, Peter; Yu, Qifeng; Chen, Hui; Tang, Yuling; Litjens, G. J. S. - Quantitative whole slide assessment of tumor-infiltrating CD8-positive lymphocytes in ER-positive breast cancer in relation to clinical outcome
Krijgsman, Danielle; Leeuwen, Marinus; van der Ven, John; Almeida, Vanda; Vlutters, Ruud; Halter, David; Kuppen, Peter; Velde, Cornelis; Wimberger-Friedl, Reinhold - Towards automatic protein co-expression quantification in immunohistochemical TMA slides
Solorzano, Leslie; Pereira, Carla; Martins, Diana; Almeida, Raquel; Carneiro, Fátima; Almeida, Gabriela; Oliveira, Carla; Wählby, Carolina - Seamless Virtual Whole Slide Image Synthesis and Validation Using Perceptual Embedding Consistency
Lahiani, Amal; Klaman, Irina; Navab, Nassir; Albarqouni, Shadi; Klaiman, Eldad - Multi-task pre-training of deep neural networks for digital pathology
Mormont, Romain; Geurts, Pierre; Marée, Raphaël - Antibody Supervised Training of a Deep Learning Based Algorithm for Leukocyte Segmentation in Papillary Thyroid Carcinoma
Stenman, Sebastian; Bychkov, Dmitrii; Kucukel, Hakan; Linder, Nina; Haglund, Caj; Arola, Johanna; Johan, Lundin - Deep learning and conformal prediction for hierarchical analysis of large-scale whole-slide tissue images
Wieslander, Håkan; Harrison, Philip; Skogberg, Gabriel; Jackson, Sonya; Fridén, Marcus; Karlsson, Johan; Spjuth, Ola; Wählby, Carolina